The email arrived, a digital serpent slithering into Leo's inbox. His digital art, once a personal sanctuary, was now plastered across a major gaming platform. He felt his stomach twist. The vibrant landscapes, born from his imagination, had been weaponized.

He slammed his laptop shut, the click a sharp punctuation mark in the sudden silence. The four walls of his apartment seemed to shrink, closing in on him. He felt the slow, suffocating pressure of a relentless current pushing him against a shore he desperately wanted to leave.

He paced, his footsteps echoing in the small space. He wanted to erase the digital footprints, to reclaim his work, his privacy, but he was overwhelmed. The feeling of being contained by a digital net settled over him.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322